Profiling Report

Dataset statistics

Number of variables	19
Number of observations	866
Missing cells	30
Missing cells (%)	0.2%
Duplicate rows	19
Duplicate rows (%)	2.2%
Total size in memory	128.7 KiB
Average record size in memory	152.2 B

Variable types

Numeric	13
Categorical	6

Alerts

Dataset has 19 (2.2%) duplicate rows	Duplicates
`Odds` is highly overall correlated with `team` and 1 other fields	High correlation
`Season` is highly overall correlated with `highest_salary` and 1 other fields	High correlation
`avg_age` is highly overall correlated with `avg_exp`	High correlation
`avg_exp` is highly overall correlated with `avg_age`	High correlation
`avg_height` is highly overall correlated with `avg_weight`	High correlation
`avg_weight` is highly overall correlated with `avg_height`	High correlation
`conference` is highly overall correlated with `team` and 1 other fields	High correlation
`highest_salary` is highly overall correlated with `Season` and 1 other fields	High correlation
`nb_champ_past_4y` is highly overall correlated with `winner`	High correlation
`nb_championships` is highly overall correlated with `nb_po_apperence` and 2 other fields	High correlation
`nb_po_apperence` is highly overall correlated with `nb_championships` and 2 other fields	High correlation
`team` is highly overall correlated with `Odds` and 4 other fields	High correlation
`team_full_name` is highly overall correlated with `Odds` and 4 other fields	High correlation
`total_salary` is highly overall correlated with `Season` and 1 other fields	High correlation
`winner` is highly overall correlated with `nb_champ_past_4y`	High correlation
`nb_champ_past_4y` is highly imbalanced (70.9%)	Imbalance
`winner` is highly imbalanced (79.4%)	Imbalance
`ranking` has 30 (3.5%) missing values	Missing
`nb_championships` has 446 (51.5%) zeros	Zeros

Reproduction

Analysis started	2024-10-03 08:55:38.247891
Analysis finished	2024-10-03 08:55:45.949605
Duration	7.7 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

Season
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2014.291

Minimum	2007
Maximum	2025
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	2007
5-th percentile	2008
Q1	2010
median	2013
Q3	2018
95-th percentile	2024
Maximum	2025
Range	18
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.1390683
Coefficient of variation (CV)	0.0025513038
Kurtosis	-0.80438594
Mean	2014.291
Median Absolute Deviation (MAD)	3
Skewness	0.60905179
Sum	1744376
Variance	26.410023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2010	90	10.4%
2011	90	10.4%
2012	90	10.4%
2008	59	6.8%
2009	59	6.8%
2013	59	6.8%
2014	59	6.8%
2025	30	3.5%
2015	30	3.5%
2016	30	3.5%
Other values (9)	270	31.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2007	30	3.5%
2008	59	6.8%
2009	59	6.8%
2010	90	10.4%
2011	90	10.4%
2012	90	10.4%
2013	59	6.8%
2014	59	6.8%
2015	30	3.5%
2016	30	3.5%

Value	Count	Frequency (%)
2025	30	3.5%
2024	30	3.5%
2023	30	3.5%
2022	30	3.5%
2021	30	3.5%
2020	30	3.5%
2019	30	3.5%
2018	30	3.5%
2017	30	3.5%
2016	30	3.5%

team
Categorical

HIGH CORRELATION

Distinct	35
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	6.9 KiB

ATL	29
MIA	29
IND	29
HOU	29
DET	29
Other values (30)	721

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2598
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	ATL
2nd row	ATL
3rd row	ATL
4th row	ATL
5th row	ATL

Common Values

Value	Count	Frequency (%)
ATL	29	3.3%
MIA	29	3.3%
IND	29	3.3%
HOU	29	3.3%
DET	29	3.3%
LAC	29	3.3%
DEN	29	3.3%
DAL	29	3.3%
CLE	29	3.3%
CHI	29	3.3%
Other values (25)	576	66.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
atl	29	3.3%
bos	29	3.3%
nyk	29	3.3%
orl	29	3.3%
phi	29	3.3%
pho	29	3.3%
por	29	3.3%
uta	29	3.3%
sas	29	3.3%
tor	29	3.3%
Other values (25)	576	66.5%

Most occurring characters

Value	Count	Frequency (%)
A	281	10.8%
O	237	9.1%
L	232	8.9%
S	176	6.8%
I	174	6.7%
N	171	6.6%
C	170	6.5%
H	159	6.1%
M	145	5.6%
E	118	4.5%
Other values (11)	735	28.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2598	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	281	10.8%
O	237	9.1%
L	232	8.9%
S	176	6.8%
I	174	6.7%
N	171	6.6%
C	170	6.5%
H	159	6.1%
M	145	5.6%
E	118	4.5%
Other values (11)	735	28.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2598	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	281	10.8%
O	237	9.1%
L	232	8.9%
S	176	6.8%
I	174	6.7%
N	171	6.6%
C	170	6.5%
H	159	6.1%
M	145	5.6%
E	118	4.5%
Other values (11)	735	28.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2598	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	281	10.8%
O	237	9.1%
L	232	8.9%
S	176	6.8%
I	174	6.7%
N	171	6.6%
C	170	6.5%
H	159	6.1%
M	145	5.6%
E	118	4.5%
Other values (11)	735	28.3%

team_full_name
Categorical

HIGH CORRELATION

Distinct	35
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	6.9 KiB

Atlanta Hawks	29
Miami Heat	29
Indiana Pacers	29
Houston Rockets	29
Detroit Pistons	29
Other values (30)	721

Length

Max length	33
Median length	20
Mean length	16.072748
Min length	9

Characters and Unicode

Total characters	13919
Distinct characters	47
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Atlanta Hawks
2nd row	Atlanta Hawks
3rd row	Atlanta Hawks
4th row	Atlanta Hawks
5th row	Atlanta Hawks

Common Values

Value	Count	Frequency (%)
Atlanta Hawks	29	3.3%
Miami Heat	29	3.3%
Indiana Pacers	29	3.3%
Houston Rockets	29	3.3%
Detroit Pistons	29	3.3%
Los Angeles Clippers	29	3.3%
Denver Nuggets	29	3.3%
Dallas Mavericks	29	3.3%
Cleveland Cavaliers	29	3.3%
Chicago Bulls	29	3.3%
Other values (25)	576	66.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
new	70	3.5%
los	58	2.9%
angeles	58	2.9%
atlanta	29	1.5%
portland	29	1.5%
washington	29	1.5%
wizards	29	1.5%
hawks	29	1.5%
timberwolves	29	1.5%
toronto	29	1.5%
Other values (60)	1584	80.3%

Most occurring characters

Value	Count	Frequency (%)
e	1180	8.5%
a	1155	8.3%
s	1114	8.0%
	1107	8.0%
o	885	6.4%
n	861	6.2%
i	823	5.9%
r	805	5.8%
t	770	5.5%
l	749	5.4%
Other values (37)	4470	32.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10806	77.6%
Uppercase Letter	1947	14.0%
Space Separator	1107	8.0%
Decimal Number	58	0.4%
Other Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1180	10.9%
a	1155	10.7%
s	1114	10.3%
o	885	8.2%
n	861	8.0%
i	823	7.6%
r	805	7.4%
t	770	7.1%
l	749	6.9%
c	293	2.7%
Other values (13)	2171	20.1%

Uppercase Letter

Value	Count	Frequency (%)
C	200	10.3%
M	174	8.9%
P	157	8.1%
S	151	7.8%
B	149	7.7%
N	128	6.6%
A	116	6.0%
H	113	5.8%
T	112	5.8%
W	87	4.5%
Other values (10)	560	28.8%

Decimal Number

Value	Count	Frequency (%)
7	29	50.0%
6	29	50.0%

Space Separator

Value	Count	Frequency (%)
	1107	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12753	91.6%
Common	1166	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1180	9.3%
a	1155	9.1%
s	1114	8.7%
o	885	6.9%
n	861	6.8%
i	823	6.5%
r	805	6.3%
t	770	6.0%
l	749	5.9%
c	293	2.3%
Other values (33)	4118	32.3%

Common

Value	Count	Frequency (%)
	1107	94.9%
7	29	2.5%
6	29	2.5%
/	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13919	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1180	8.5%
a	1155	8.3%
s	1114	8.0%
	1107	8.0%
o	885	6.4%
n	861	6.2%
i	823	5.9%
r	805	5.8%
t	770	5.5%
l	749	5.4%
Other values (37)	4470	32.1%

conference
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.9 KiB

EAST	435
WEST	431

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	3464
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EAST
2nd row	EAST
3rd row	EAST
4th row	EAST
5th row	EAST

Common Values

Value	Count	Frequency (%)
EAST	435	50.2%
WEST	431	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
east	435	50.2%
west	431	49.8%

Most occurring characters

Value	Count	Frequency (%)
E	866	25.0%
S	866	25.0%
T	866	25.0%
A	435	12.6%
W	431	12.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3464	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	866	25.0%
S	866	25.0%
T	866	25.0%
A	435	12.6%
W	431	12.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3464	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	866	25.0%
S	866	25.0%
T	866	25.0%
A	435	12.6%
W	431	12.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3464	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	866	25.0%
S	866	25.0%
T	866	25.0%
A	435	12.6%
W	431	12.4%

avg_age
Real number (ℝ)

HIGH CORRELATION

Distinct	379
Distinct (%)	43.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.371051

Minimum	23.210526
Maximum	31.315789
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	23.210526
5-th percentile	24.417763
Q1	25.5
median	26.1875
Q3	27.235294
95-th percentile	28.7
Maximum	31.315789
Range	8.1052632
Interquartile range (IQR)	1.7352941

Descriptive statistics

Standard deviation	1.3251528
Coefficient of variation (CV)	0.050250282
Kurtosis	0.23037035
Mean	26.371051
Median Absolute Deviation (MAD)	0.88846154
Skewness	0.43732685
Sum	22837.33
Variance	1.7560298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	14	1.6%
25.16666667	12	1.4%
26	10	1.2%
26.72222222	10	1.2%
25.75	9	1.0%
25.66666667	9	1.0%
26.125	9	1.0%
25.5	8	0.9%
25.76470588	8	0.9%
25.21052632	7	0.8%
Other values (369)	770	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.21052632	1	0.1%
23.30434783	2	0.2%
23.4	1	0.1%
23.4375	1	0.1%
23.60869565	1	0.1%
23.61111111	1	0.1%
23.64705882	3	0.3%
23.65217391	1	0.1%
23.65384615	1	0.1%
23.72727273	1	0.1%

Value	Count	Frequency (%)
31.31578947	2	0.2%
31.05882353	1	0.1%
30.23529412	3	0.3%
30.04761905	1	0.1%
29.83333333	2	0.2%
29.72222222	2	0.2%
29.53333333	1	0.1%
29.47619048	1	0.1%
29.4375	1	0.1%
29.375	3	0.3%

avg_exp
Real number (ℝ)

HIGH CORRELATION

Distinct	366
Distinct (%)	42.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6321082

Minimum	1.6521739
Maximum	8.6470588
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	1.6521739
5-th percentile	2.895098
Q1	3.7142857
median	4.4
Q3	5.3684211
95-th percentile	7.1083333
Maximum	8.6470588
Range	6.9948849
Interquartile range (IQR)	1.6541353

Descriptive statistics

Standard deviation	1.2775474
Coefficient of variation (CV)	0.27580258
Kurtosis	0.29517611
Mean	4.6321082
Median Absolute Deviation (MAD)	0.8
Skewness	0.62808798
Sum	4011.4057
Variance	1.6321274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	13	1.5%
4.4	12	1.4%
4.625	11	1.3%
4.75	11	1.3%
4	11	1.3%
5	9	1.0%
3.875	9	1.0%
4.157894737	7	0.8%
4.666666667	7	0.8%
4.388888889	7	0.8%
Other values (356)	769	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.652173913	2	0.2%
1.727272727	1	0.1%
1.730769231	1	0.1%
1.92	1	0.1%
2.043478261	1	0.1%
2.1	2	0.2%
2.105263158	1	0.1%
2.117647059	1	0.1%
2.318181818	1	0.1%
2.368421053	1	0.1%

Value	Count	Frequency (%)
8.647058824	4	0.5%
8.526315789	2	0.2%
8.380952381	1	0.1%
8.266666667	1	0.1%
8.12	1	0.1%
7.9375	3	0.3%
7.875	3	0.3%
7.8125	3	0.3%
7.777777778	4	0.5%
7.733333333	2	0.2%

avg_weight
Real number (ℝ)

HIGH CORRELATION

Distinct	497
Distinct (%)	57.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	220.27067

Minimum	204.64706
Maximum	232.46667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	204.64706
5-th percentile	212.5
Q1	217.50543
median	220.34314
Q3	223.60702
95-th percentile	227.67566
Maximum	232.46667
Range	27.819608
Interquartile range (IQR)	6.1015828

Descriptive statistics

Standard deviation	4.7004351
Coefficient of variation (CV)	0.02133936
Kurtosis	0.078951899
Mean	220.27067
Median Absolute Deviation (MAD)	3.0068627
Skewness	-0.19923996
Sum	190754.4
Variance	22.09409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
219.4736842	7	0.8%
218	7	0.8%
230.0588235	6	0.7%
220.6	6	0.7%
224	6	0.7%
220.2352941	6	0.7%
219	6	0.7%
217.4210526	5	0.6%
225.8125	5	0.6%
220.9333333	5	0.6%
Other values (487)	807	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
204.6470588	1	0.1%
204.8333333	1	0.1%
205.1538462	1	0.1%
207.1578947	1	0.1%
207.5555556	1	0.1%
207.9473684	1	0.1%
208	1	0.1%
208.1818182	1	0.1%
208.1875	1	0.1%
208.2631579	1	0.1%

Value	Count	Frequency (%)
232.4666667	1	0.1%
231.8	2	0.2%
231.75	3	0.3%
231	2	0.2%
230.5789474	1	0.1%
230.0588235	6	0.7%
229.9	1	0.1%
229.5333333	2	0.2%
229.3333333	1	0.1%
229	3	0.3%

avg_height
Real number (ℝ)

HIGH CORRELATION

Distinct	272
Distinct (%)	31.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	78.828861

Minimum	77.24
Maximum	80.125
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	77.24
5-th percentile	77.888889
Q1	78.5
median	78.842105
Q3	79.214286
95-th percentile	79.666667
Maximum	80.125
Range	2.885
Interquartile range (IQR)	0.71428571

Descriptive statistics

Standard deviation	0.53290108
Coefficient of variation (CV)	0.0067602281
Kurtosis	-0.23592728
Mean	78.828861
Median Absolute Deviation (MAD)	0.36591479
Skewness	-0.17104557
Sum	68265.793
Variance	0.28398356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	34	3.9%
78.8	23	2.7%
78.66666667	15	1.7%
78.75	14	1.6%
79.33333333	12	1.4%
79.05882353	12	1.4%
79.29411765	11	1.3%
78.5	11	1.3%
79.15789474	10	1.2%
79.2	10	1.2%
Other values (262)	714	82.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
77.24	1	0.1%
77.26315789	1	0.1%
77.29411765	1	0.1%
77.45	1	0.1%
77.52173913	1	0.1%
77.54545455	1	0.1%
77.55555556	2	0.2%
77.56521739	2	0.2%
77.58823529	1	0.1%
77.6	1	0.1%

Value	Count	Frequency (%)
80.125	2	0.2%
80.11111111	3	0.3%
80	5	0.6%
79.9375	3	0.3%
79.93333333	3	0.3%
79.9047619	1	0.1%
79.88235294	3	0.3%
79.875	1	0.1%
79.86666667	2	0.2%
79.85714286	3	0.3%

Odds
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14168.995

Minimum	175
Maximum	100000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	175
5-th percentile	450
Q1	1600
median	5000
Q3	12500
95-th percentile	100000
Maximum	100000
Range	99825
Interquartile range (IQR)	10900

Descriptive statistics

Standard deviation	24733.847
Coefficient of variation (CV)	1.7456316
Kurtosis	6.4977692
Mean	14168.995
Median Absolute Deviation (MAD)	4000
Skewness	2.7311353
Sum	12270350
Variance	6.1176317 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
10000	79	9.1%
5000	64	7.4%
100000	55	6.4%
15000	54	6.2%
4000	52	6.0%
6600	44	5.1%
20000	42	4.8%
3000	39	4.5%
50000	37	4.3%
1000	37	4.3%
Other values (39)	363	41.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
175	3	0.3%
200	2	0.2%
225	8	0.9%
250	3	0.3%
275	2	0.2%
300	14	1.6%
350	4	0.5%
400	1	0.1%
450	13	1.5%
500	2	0.2%

Value	Count	Frequency (%)
100000	55	6.4%
50000	37	4.3%
30000	4	0.5%
25000	12	1.4%
20000	42	4.8%
15000	54	6.2%
12500	29	3.3%
12000	1	0.1%
10000	79	9.1%
8000	29	3.3%

highest_salary
Real number (ℝ)

HIGH CORRELATION

Distinct	453
Distinct (%)	52.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20305152

Minimum	5525000
Maximum	55761216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	5525000
5-th percentile	9862207.8
Q1	13735000
median	17545000
Q3	24080444
95-th percentile	40851645
Maximum	55761216
Range	50236216
Interquartile range (IQR)	10345444

Descriptive statistics

Standard deviation	9352039.7
Coefficient of variation (CV)	0.46057471
Kurtosis	1.1477309
Mean	20305152
Median Absolute Deviation (MAD)	4545000
Skewness	1.2606679
Sum	1.7584262 × 10¹⁰
Variance	8.7460646 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12000000	14	1.6%
12500000	10	1.2%
13500000	10	1.2%
11000000	10	1.2%
14000000	8	0.9%
20000000	7	0.8%
13000000	7	0.8%
26540100	6	0.7%
16359805	6	0.7%
13520500	6	0.7%
Other values (443)	782	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5525000	1	0.1%
6262347	3	0.3%
6500000	1	0.1%
7280000	1	0.1%
7350000	3	0.3%
7500000	2	0.2%
7647500	1	0.1%
8000000	2	0.2%
8083000	2	0.2%
8175476	1	0.1%

Value	Count	Frequency (%)
55761216	1	0.1%
51915615	1	0.1%
51415938	2	0.2%
51179021	1	0.1%
49700000	1	0.1%
49205800	2	0.2%
48798677	1	0.1%
48787676	1	0.1%
48728845	1	0.1%
48070014	1	0.1%

median_salary
Real number (ℝ)

Distinct	510
Distinct (%)	58.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2733017.5

Minimum	606702
Maximum	11445000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	606702
5-th percentile	1316306.6
Q1	1963609.1
median	2500000
Q3	3181717.6
95-th percentile	4990514
Maximum	11445000
Range	10838298
Interquartile range (IQR)	1218108.5

Descriptive statistics

Standard deviation	1248773.9
Coefficient of variation (CV)	0.45692129
Kurtosis	8.9259023
Mean	2733017.5
Median Absolute Deviation (MAD)	597300
Skewness	2.2933643
Sum	2.3667932 × 10⁹
Variance	1.5594362 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2500000	18	2.1%
2000000	15	1.7%
3000000	11	1.3%
4000000	9	1.0%
3250000	8	0.9%
1352181	8	0.9%
3500000	7	0.8%
2020200	5	0.6%
3100000	5	0.6%
1836090	5	0.6%
Other values (500)	775	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
606702	1	0.1%
680937	1	0.1%
816481	1	0.1%
838464	1	0.1%
839209	1	0.1%
870318.5	1	0.1%
918000	3	0.3%
981084	1	0.1%
1020960	3	0.3%
1058622	1	0.1%

Value	Count	Frequency (%)
11445000	1	0.1%
10130980	1	0.1%
9249960	1	0.1%
9104643.5	1	0.1%
9057971	1	0.1%
8928571.5	1	0.1%
8500000	1	0.1%
8390244	1	0.1%
8250000	1	0.1%
8000000	1	0.1%

total_salary
Real number (ℝ)

HIGH CORRELATION

Distinct	570
Distinct (%)	65.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89429834

Minimum	41964046
Maximum	2.196278 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	41964046
5-th percentile	55063049
Q1	65551946
median	74117458
Q3	1.1131912 × 10⁸
95-th percentile	1.6500466 × 10⁸
Maximum	2.196278 × 10⁸
Range	1.7766376 × 10⁸
Interquartile range (IQR)	45767171

Descriptive statistics

Standard deviation	34526683
Coefficient of variation (CV)	0.38607567
Kurtosis	0.62456759
Mean	89429834
Median Absolute Deviation (MAD)	12759742
Skewness	1.2215965
Sum	7.7446236 × 10¹⁰
Variance	1.1920918 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91428140	3	0.3%
73440274	3	0.3%
48950236	3	0.3%
61576901	3	0.3%
68415336	3	0.3%
65352372	3	0.3%
57021755	3	0.3%
72315654	3	0.3%
68914971	3	0.3%
69700359	3	0.3%
Other values (560)	836	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41964046	1	0.1%
45268465	3	0.3%
47560404	2	0.2%
48581972	1	0.1%
48950236	3	0.3%
49675131	2	0.2%
51015491	1	0.1%
51554083	3	0.3%
53076014	2	0.2%
53225329	3	0.3%

Value	Count	Frequency (%)
219627801	1	0.1%
206814776	1	0.1%
205560682	1	0.1%
201620656	1	0.1%
200060815	1	0.1%
191331329	1	0.1%
191189228	1	0.1%
191009786	1	0.1%
189502439	1	0.1%
187028846	1	0.1%

top_players
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.9 KiB

1	429
0	245
2	165
3	27

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	866
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	429	49.5%
0	245	28.3%
2	165	19.1%
3	27	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	429	49.5%
0	245	28.3%
2	165	19.1%
3	27	3.1%

Most occurring characters

Value	Count	Frequency (%)
1	429	49.5%
0	245	28.3%
2	165	19.1%
3	27	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	866	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	429	49.5%
0	245	28.3%
2	165	19.1%
3	27	3.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	866	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	429	49.5%
0	245	28.3%
2	165	19.1%
3	27	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	866	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	429	49.5%
0	245	28.3%
2	165	19.1%
3	27	3.1%

not_top_players
Real number (ℝ)

Distinct	18
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.556582

Minimum	8
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	8
5-th percentile	12
Q1	14
median	16
Q3	18
95-th percentile	24
Maximum	25
Range	17
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.4856813
Coefficient of variation (CV)	0.21053145
Kurtosis	-0.17985397
Mean	16.556582
Median Absolute Deviation (MAD)	2
Skewness	0.59257805
Sum	14338
Variance	12.149974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
15	121	14.0%
14	112	12.9%
16	97	11.2%
18	89	10.3%
17	74	8.5%
13	73	8.4%
19	54	6.2%
12	50	5.8%
21	32	3.7%
20	32	3.7%
Other values (8)	132	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.1%
9	2	0.2%
10	6	0.7%
11	25	2.9%
12	50	5.8%
13	73	8.4%
14	112	12.9%
15	121	14.0%
16	97	11.2%
17	74	8.5%

Value	Count	Frequency (%)
25	24	2.8%
24	21	2.4%
23	25	2.9%
22	28	3.2%
21	32	3.7%
20	32	3.7%
19	54	6.2%
18	89	10.3%
17	74	8.5%
16	97	11.2%

nb_championships
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9526559

Minimum	0
Maximum	18
Zeros	446
Zeros (%)	51.5%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	11
Maximum	18
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.6571347
Coefficient of variation (CV)	1.8729028
Kurtosis	8.1720376
Mean	1.9526559
Median Absolute Deviation (MAD)	0
Skewness	2.8513355
Sum	1691
Variance	13.374635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	446	51.5%
1	125	14.4%
2	97	11.2%
3	74	8.5%
6	29	3.3%
17	26	3.0%
4	20	2.3%
11	18	2.1%
5	17	2.0%
12	6	0.7%
Other values (4)	8	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	446	51.5%
1	125	14.4%
2	97	11.2%
3	74	8.5%
4	20	2.3%
5	17	2.0%
6	29	3.3%
9	3	0.3%
10	2	0.2%
11	18	2.1%

Value	Count	Frequency (%)
18	2	0.2%
17	26	3.0%
16	1	0.1%
12	6	0.7%
11	18	2.1%
10	2	0.2%
9	3	0.3%
6	29	3.3%
5	17	2.0%
4	20	2.3%

nb_champ_past_4y
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.9 KiB

0	773
1	72
2	20
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	866
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	773	89.3%
1	72	8.3%
2	20	2.3%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	773	89.3%
1	72	8.3%
2	20	2.3%
3	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	773	89.3%
1	72	8.3%
2	20	2.3%
3	1	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	866	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	773	89.3%
1	72	8.3%
2	20	2.3%
3	1	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	866	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	773	89.3%
1	72	8.3%
2	20	2.3%
3	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	866	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	773	89.3%
1	72	8.3%
2	20	2.3%
3	1	0.1%

nb_po_apperence
Real number (ℝ)

HIGH CORRELATION

Distinct	61
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.47806

Minimum	1
Maximum	61
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	11
median	25
Q3	33
95-th percentile	49
Maximum	61
Range	60
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	14.194442
Coefficient of variation (CV)	0.60458325
Kurtosis	-0.80783038
Mean	23.47806
Median Absolute Deviation (MAD)	11
Skewness	0.21580097
Sum	20332
Variance	201.48218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	67	7.7%
33	46	5.3%
42	42	4.8%
29	39	4.5%
25	36	4.2%
32	31	3.6%
4	30	3.5%
31	25	2.9%
18	24	2.8%
8	24	2.8%
Other values (51)	502	58.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19	2.2%
2	11	1.3%
3	12	1.4%
4	30	3.5%
5	67	7.7%
6	10	1.2%
7	8	0.9%
8	24	2.8%
9	16	1.8%
10	14	1.6%

Value	Count	Frequency (%)
61	2	0.2%
60	1	0.1%
59	1	0.1%
58	1	0.1%
57	1	0.1%
56	1	0.1%
55	1	0.1%
54	1	0.1%
53	13	1.5%
52	2	0.2%

winner
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.9 KiB

0	838
1	28

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	866
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	838	96.8%
1	28	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	838	96.8%
1	28	3.2%

Most occurring characters

Value	Count	Frequency (%)
0	838	96.8%
1	28	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	866	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	838	96.8%
1	28	3.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	866	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	838	96.8%
1	28	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	866	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	838	96.8%
1	28	3.2%

ranking
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	1.8%
Missing	30
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	7.9736842

Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	8
Q3	12
95-th percentile	15
Maximum	15
Range	14
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.3158836
Coefficient of variation (CV)	0.54126593
Kurtosis	-1.206034
Mean	7.9736842
Median Absolute Deviation (MAD)	4
Skewness	0.0071665579
Sum	6666
Variance	18.626852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
10	56	6.5%
8	56	6.5%
9	56	6.5%
5	56	6.5%
4	56	6.5%
1	56	6.5%
6	56	6.5%
3	56	6.5%
2	56	6.5%
7	56	6.5%
Other values (5)	276	31.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	56	6.5%
2	56	6.5%
3	56	6.5%
4	56	6.5%
5	56	6.5%
6	56	6.5%
7	56	6.5%
8	56	6.5%
9	56	6.5%
10	56	6.5%

Value	Count	Frequency (%)
15	55	6.4%
14	55	6.4%
13	55	6.4%
12	55	6.4%
11	56	6.5%
10	56	6.5%
9	56	6.5%
8	56	6.5%
7	56	6.5%
6	56	6.5%

Auto

Heatmap
Table

	Odds	Season	avg_age	avg_exp	avg_height	avg_weight	conference	highest_salary	median_salary	nb_champ_past_4y	nb_championships	nb_po_apperence	not_top_players	ranking	team	team_full_name	top_players	total_salary	winner
Odds	1.000	0.094	-0.363	-0.371	-0.053	-0.013	0.184	-0.167	0.062	0.089	-0.258	-0.144	0.180	0.435	0.510	0.510	0.108	-0.128	0.074
Season	0.094	1.000	-0.246	-0.166	-0.403	-0.357	0.000	0.616	0.036	0.000	0.076	0.130	0.405	0.004	0.000	0.000	0.154	0.693	0.000
avg_age	-0.363	-0.246	1.000	0.913	0.101	0.139	0.172	0.050	-0.062	0.333	0.178	0.049	-0.284	-0.448	0.254	0.254	0.283	0.029	0.245
avg_exp	-0.371	-0.166	0.913	1.000	0.102	0.157	0.110	0.121	0.030	0.295	0.179	0.077	-0.311	-0.478	0.250	0.250	0.163	0.117	0.290
avg_height	-0.053	-0.403	0.101	0.102	1.000	0.582	0.000	-0.325	0.094	0.138	0.042	-0.017	-0.282	-0.064	0.193	0.193	0.124	-0.323	0.209
avg_weight	-0.013	-0.357	0.139	0.157	0.582	1.000	0.069	-0.337	0.061	0.049	-0.085	-0.045	-0.344	-0.125	0.191	0.191	0.183	-0.360	0.144
conference	0.184	0.000	0.172	0.110	0.000	0.069	1.000	0.057	0.000	0.065	0.479	0.240	0.061	0.000	0.981	0.981	0.065	0.014	0.000
highest_salary	-0.167	0.616	0.050	0.121	-0.325	-0.337	0.057	1.000	-0.091	0.184	0.210	0.155	0.209	-0.246	0.219	0.219	0.350	0.864	0.102
median_salary	0.062	0.036	-0.062	0.030	0.094	0.061	0.000	-0.091	1.000	0.041	-0.044	-0.060	-0.393	-0.034	0.126	0.126	0.128	0.049	0.146
nb_champ_past_4y	0.089	0.000	0.333	0.295	0.138	0.049	0.065	0.184	0.041	1.000	0.349	0.274	0.074	0.218	0.339	0.339	0.161	0.185	0.544
nb_championships	-0.258	0.076	0.178	0.179	0.042	-0.085	0.479	0.210	-0.044	0.349	1.000	0.610	-0.044	-0.220	0.747	0.747	0.105	0.189	0.330
nb_po_apperence	-0.144	0.130	0.049	0.077	-0.017	-0.045	0.240	0.155	-0.060	0.274	0.610	1.000	0.041	-0.082	0.619	0.619	0.150	0.152	0.274
not_top_players	0.180	0.405	-0.284	-0.311	-0.282	-0.344	0.061	0.209	-0.393	0.074	-0.044	0.041	1.000	0.251	0.179	0.179	0.267	0.348	0.058
ranking	0.435	0.004	-0.448	-0.478	-0.064	-0.125	0.000	-0.246	-0.034	0.218	-0.220	-0.082	0.251	1.000	0.244	0.244	0.232	-0.207	0.372
team	0.510	0.000	0.254	0.250	0.193	0.191	0.981	0.219	0.126	0.339	0.747	0.619	0.179	0.244	1.000	1.000	0.283	0.170	0.255
team_full_name	0.510	0.000	0.254	0.250	0.193	0.191	0.981	0.219	0.126	0.339	0.747	0.619	0.179	0.244	1.000	1.000	0.283	0.170	0.255
top_players	0.108	0.154	0.283	0.163	0.124	0.183	0.065	0.350	0.128	0.161	0.105	0.150	0.267	0.232	0.283	0.283	1.000	0.214	0.234
total_salary	-0.128	0.693	0.029	0.117	-0.323	-0.360	0.014	0.864	0.049	0.185	0.189	0.152	0.348	-0.207	0.170	0.170	0.214	1.000	0.097
winner	0.074	0.000	0.245	0.290	0.209	0.144	0.000	0.102	0.146	0.544	0.330	0.274	0.058	0.372	0.255	0.255	0.234	0.097	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Season	team	team_full_name	conference	avg_age	avg_exp	avg_weight	avg_height	Odds	highest_salary	median_salary	total_salary	top_players	not_top_players	nb_po_apperence	ranking
0	2025	ATL	Atlanta Hawks	EAST	25.300000	3.700000	217.105263	78.950000	15000	43031940	6059520.0	169529070	1	14	36	NaN
1	2024	ATL	Atlanta Hawks	EAST	25.789474	4.368421	210.631579	78.263158	15000	40064220	2753441.0	157259361	1	21	36	10.0
2	2023	ATL	Atlanta Hawks	EAST	24.700000	3.350000	211.050000	78.500000	15000	37096500	2755015.5	148633740	1	19	36	8.0
3	2022	ATL	Atlanta Hawks	EAST	25.916667	4.125000	213.625000	78.250000	15000	23000000	2659560.0	133731629	0	25	35	9.0
4	2021	ATL	Atlanta Hawks	EAST	25.666667	4.388889	213.166667	77.833333	15000	19500000	4612500.0	115195055	0	18	34	5.0
5	2020	ATL	Atlanta Hawks	EAST	25.714286	4.142857	216.666667	78.714286	15000	25102511	2564753.0	113286743	1	21	33	14.0
6	2019	ATL	Atlanta Hawks	EAST	25.000000	3.181818	219.136364	79.136364	15000	25534253	2275020.0	107076435	1	23	33	12.0
7	2018	ATL	Atlanta Hawks	EAST	25.500000	2.681818	208.181818	78.363636	15000	16910113	1662500.0	99574321	0	25	33	15.0
8	2017	ATL	Atlanta Hawks	EAST	28.200000	5.900000	222.050000	78.800000	15000	23180275	2299942.5	96007250	2	18	33	5.0
9	2016	ATL	Atlanta Hawks	EAST	27.352941	5.294118	218.000000	78.588235	15000	19000000	2435000.0	71453126	1	15	32	4.0

	Season	team	team_full_name	conference	avg_age	avg_exp	avg_weight	avg_height	Odds	highest_salary	median_salary	total_salary	top_players	not_top_players	nb_championships	nb_champ_past_4y	nb_po_apperence	winner	ranking
856	2007	ORL	Orlando Magic	EAST	26.000000	4.733333	217.733333	78.666667	15000	16901500	3224000.0	61447108	1	15	0	0	9	0	8.0
857	2007	PHI	Philadelphia 76ers	EAST	26.277778	4.444444	216.500000	79.055556	12000	17600000	2800000.0	69140163	1	16	2	0	27	0	9.0
858	2007	PHO	Phoenix Suns	WEST	29.071429	6.357143	221.357143	79.071429	600	15070000	1870501.0	65841120	1	14	0	0	27	0	2.0
859	2007	POR	Portland Trail Blazers	WEST	24.705882	2.705882	218.764706	79.117647	50000	12000000	2780160.0	75026386	0	17	1	0	30	0	13.0
860	2007	SAC	Sacramento Kings	WEST	27.200000	5.466667	222.933333	78.666667	3500	12500000	1460460.0	64296611	0	18	0	0	30	0	11.0
861	2007	SAS	San Antonio Spurs	WEST	29.437500	6.125000	219.062500	79.500000	450	17429672	3000000.0	65654320	1	14	4	2	30	1	3.0
862	2007	SEA	Seattle SuperSonics	WEST	25.750000	3.625000	223.875000	78.875000	10000	14611570	1958640.0	56986831	1	16	1	0	4	0	14.0
863	2007	TOR	Toronto Raptors	EAST	25.823529	2.882353	219.000000	78.705882	10000	7280000	2739733.5	51015491	0	18	0	0	4	0	4.0
864	2007	UTA	Utah Jazz	WEST	24.933333	2.933333	229.333333	78.866667	8000	12364000	2395200.0	62364364	0	17	0	0	21	0	5.0
865	2007	WAS	Washington Wizards	EAST	26.125000	4.062500	227.812500	79.875000	6500	15101625	1803600.0	62733705	1	16	0	0	3	0	7.0

Most frequently occurring

	Season	team	team_full_name	conference	avg_age	avg_exp	avg_weight	avg_height	Odds	highest_salary	median_salary	total_salary	top_players	not_top_players	nb_championships	nb_po_apperence	ranking	# duplicates
7	2010	MIN	Minnesota Timberwolves	WEST	24.937500	3.500000	227.500000	79.375000	20000	12000000	2969280.0	62253360	0	17	0	5	15.0	3
12	2011	MIN	Minnesota Timberwolves	WEST	23.647059	2.588235	218.117647	78.529412	20000	11530592	3415140.0	53461123	1	15	0	5	15.0	3
17	2012	MIN	Minnesota Timberwolves	WEST	24.733333	3.733333	224.600000	78.800000	20000	6262347	4300000.0	56844339	0	15	0	5	12.0	3
0	2008	CHA	Charlotte Bobcats	EAST	27.333333	5.200000	217.533333	78.800000	12500	11111110	2376000.0	53745468	1	14	0	8	12.0	2
1	2008	MIN	Minnesota Timberwolves	WEST	25.937500	4.312500	226.187500	79.000000	15000	11666666	2562426.0	69043895	0	19	0	5	13.0	2
2	2009	CHA	Charlotte Bobcats	EAST	25.833333	3.958333	226.250000	79.333333	12500	9537500	2661027.0	62866926	0	17	0	8	10.0	2
3	2009	MIN	Minnesota Timberwolves	WEST	26.470588	4.352941	224.941176	79.000000	15000	11000000	2989620.0	66445144	0	16	0	5	11.0	2
4	2010	ATL	Atlanta Hawks	EAST	26.500000	5.642857	227.357143	79.357143	5000	14976754	3403820.0	65883642	1	13	0	26	3.0	2
5	2010	GSW	Golden State Warriors	WEST	26.250000	4.100000	214.800000	78.800000	12500	11000000	2671440.0	65352372	0	19	1	33	13.0	2
6	2010	HOU	Houston Rockets	WEST	25.904762	3.047619	222.142857	79.047619	4000	16378325	2300000.0	68914971	1	18	2	25	9.0	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common